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---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
base_model: black-forest-labs/FLUX.1-Kontext-dev
instance_prompt: null
license: apache-2.0
---
## Model description
license: apache-2.0
base_model:
- black-forest-labs/FLUX.1-Kontext-dev
pipeline_tag: image-to-image
---
# RefControl Flux Kontext – Reference Lineart LoRA
## 📝 Short description
A LoRA for **Flux Kontext Dev** that fuses a **reference image** (left) with a **lineart map** (right).
It preserves **identity and style** from the reference while following the **lines and contours** from the control.
**Trigger word:** `refcontrollineart`
[Demo video](https://www.youtube.com/watch?v=M-aCCbmt93I)
| Reference | Result |
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---
## 📖 Extended description
This LoRA was primarily trained on **human characters and objects**, but it works well with stylized art too.
The main goal is to **preserve identity** — facial features, clothing, or style — from the **reference image**, while adapting them to the **structure given by the lineart map**.
---
## ⚙️ How to use
1. Concatenate two images side by side:
- **Left:** reference image (person, character, or object).
- **Right:** lineart map (black & white contour drawing).
2. Add the trigger word `refcontrollineart` in your prompt.
3. Adjust LoRA weight (recommended **0.7–1.0**).
### ✅ Example prompt
refcontrolcanny, change ineart to photo with reference from left
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## 🎯 What it does
- Preserves **identity and style** of the reference.
- Uses **lineart** to control outlines, proportions, and composition.
- Works for both **realistic** and **stylized** generations.
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## ⚡ Tips
- Best results when the lineart map is **clear and clean** (minimal shading).
---
## 📌 Use cases
- Converting sketches to full artworks while keeping reference identity.
- Character redraws in different art styles.
- Consistent character design across multiple illustrations.
- Turning **lineart drafts** into photorealistic or stylized renders.
---
## Download model
[Download](/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/tree/main) them in the Files & versions tab.
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